AI Automation Blog
Discover the latest trends, strategies, and best practices for implementing AI automation in your business. From agent building to infrastructure optimization.
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Claude for Rent Roll Reconciliation: A Worked Example
Claude for Rent Roll Reconciliation: A Worked Example
Use Claude to reconcile a rent roll against billing and T-12 records. Use a sample packet, check the arithmetic, and keep unresolved differences visible.
Commercial Lease Audit Checklist: Match Leases, Amendments and the Rent Roll
Commercial Lease Audit Checklist: Match Leases, Amendments and the Rent Roll
Audit commercial leases against amendments and the rent roll. Use a worked discrepancy register to check rent, dates, concessions and unresolved terms.
How to Research a Commercial Property Owner’s Portfolio
How to Research a Commercial Property Owner’s Portfolio
Trace a commercial property owner across LLCs and county records. Use an evidence worksheet to separate confirmed holdings from possible portfolio matches.
Industrial Outdoor Storage Underwriting: A Worked Example and Checklist
Industrial Outdoor Storage Underwriting: A Worked Example and Checklist
Underwrite an IOS yard using usable acreage, supported rent assumptions and explicit expenses. Includes a synthetic model, sensitivities and a review checklist.
How to Build a Submarket Intelligence Report With AI
How to Build a Submarket Intelligence Report With AI
Build a CRE submarket report with dated sources, comparable definitions, a clear supply pipeline, and hypotheses your investment committee can test.
AI Real Estate Due Diligence: Build or Buy?
AI Real Estate Due Diligence: Build or Buy?
Compare AI due-diligence software and custom workflows using your CRE documents, review requirements, data controls, integration needs, and operating costs.
How to Find Off-Market Real Estate Deals With AI
How to Find Off-Market Real Estate Deals With AI
Build an off-market CRE sourcing workflow with verified property signals, careful LLC research, buy-box screening, and a clear path to owner conversations.
AI Deal Screening for CRE: An Inbound Deal Playbook
AI Deal Screening for CRE: An Inbound Deal Playbook
Screen inbound CRE deals with a documented buy box, source checks, visible missing information, and a review path for scores, rejections, and overrides.
Extract a T-12 and Rent Roll Into Your Underwriting Model
Extract a T-12 and Rent Roll Into Your Underwriting Model
Extract a T-12 and rent roll into your CRE model with source references, reconciliation checks, clear missing-data flags, and approved input mappings.
AI Investment Committee Memo Tools for CRE (2026)
AI Investment Committee Memo Tools for CRE (2026)
Compare AI investment committee memo tools for CRE by source checks, model consistency, approvals, and the work needed to produce a reviewable draft.
How to Underwrite a Multifamily Deal With AI: A Practical Walkthrough
How to Underwrite a Multifamily Deal With AI: A Practical Walkthrough
A practical AI multifamily underwriting workflow: reconcile the rent roll and T-12, separate actuals from assumptions, and check the model before an investment decision.
AI Underwriting Software for CRE: 7 Tools by Workflow (2026)
AI Underwriting Software for CRE: 7 Tools by Workflow (2026)
Compare seven CRE underwriting tools by buyer fit, document extraction, Excel workflow, source verification, and the questions to ask in a pilot.
Claude Skills for Real Estate: The Complete Guide (2026)
Claude Skills for Real Estate: The Complete Guide (2026)
Install and test Claude Skills for real estate: seven downloadable skills, current setup steps, and sourcing and underwriting packs for CRE teams.
How to Find the Owner of an LLC Property (Entity Resolution Guide, 2026)
How to Find the Owner of an LLC Property (Entity Resolution Guide, 2026)
Find the person behind an LLC-owned property using county records and business filings. Verify roles, shared addresses, and source dates before outreach.
How to Abstract a Commercial Lease with AI
How to Abstract a Commercial Lease with AI
How to abstract a commercial lease with AI: ingest the full stack, extract economic and legal terms with clauses cited, normalize, and flag the gaps.
How to Produce Broker Opinions of Value (BOVs) at Scale with AI
How to Produce Broker Opinions of Value (BOVs) at Scale with AI
A five-step pipeline to produce broker opinions of value with AI: standardize inputs, pull sourced comps, run valuation scenarios, and sign it yourself.
How GPs Use AI to Run the Capital Raise
How GPs Use AI to Run the Capital Raise
How GPs use AI across the capital raise: match investors, draft the memo from underwriting, answer data-room Q&A, chase sub-docs, and draft LP updates.
AI for Commercial Real Estate by Asset Class
AI for Commercial Real Estate by Asset Class
The AI playbook for commercial real estate is not one playbook. It changes by asset class because the data sources, the buy signals, and the underwriting math are different for multifamily than they are for self-storage or hotels. This is the map: what is specific to each asset class, and what stays constant no matter what you invest in.
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